Triple

T10593957
Position Surface form Disambiguated ID Type / Status
Subject Meeting of the Parties to the Montreal Protocol E250060 entity
Predicate hasOutput P92 FINISHED
Object adjustments to the Montreal Protocol
Adjustments to the Montreal Protocol are formal changes adopted by its Parties to strengthen and update the treaty’s controls on ozone-depleting substances in response to new scientific and technical information.
E250060 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: adjustments to the Montreal Protocol | Statement: [Meeting of the Parties to the Montreal Protocol, hasOutput, adjustments to the Montreal Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: adjustments to the Montreal Protocol
Context triple: [Meeting of the Parties to the Montreal Protocol, hasOutput, adjustments to the Montreal Protocol]
  • A. Montreal Amendment to the Montreal Protocol
    The Montreal Amendment to the Montreal Protocol is an international agreement that strengthened global ozone protection by introducing controls on additional ozone-depleting substances and tightening phase-out schedules established under the original Montreal Protocol.
  • B. London Amendment to the Montreal Protocol
    The London Amendment to the Montreal Protocol is a 1990 international agreement that significantly strengthened global controls on ozone-depleting substances by expanding the list of regulated chemicals and accelerating phase-out schedules.
  • C. Meeting of the Parties to the Montreal Protocol
    The Meeting of the Parties to the Montreal Protocol is the main decision-making body where countries regularly convene to review implementation, adopt adjustments and amendments, and guide global action to protect the ozone layer.
  • D. Parties to the Montreal Protocol
    Parties to the Montreal Protocol are the countries and regional organizations that have ratified and implement the global treaty to protect the ozone layer and regulate substances that deplete it.
  • E. Non-Compliance Procedure of the Montreal Protocol
    The Non-Compliance Procedure of the Montreal Protocol is a formal mechanism under the ozone protection treaty that sets out how parties’ failures to meet their obligations are identified, reviewed, and addressed through a dedicated implementation committee and graduated responses.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: adjustments to the Montreal Protocol
Triple: [Meeting of the Parties to the Montreal Protocol, hasOutput, adjustments to the Montreal Protocol]
Generated description
Adjustments to the Montreal Protocol are formal changes adopted by its Parties to strengthen and update the treaty’s controls on ozone-depleting substances in response to new scientific and technical information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: adjustments to the Montreal Protocol
Target entity description: Adjustments to the Montreal Protocol are formal changes adopted by its Parties to strengthen and update the treaty’s controls on ozone-depleting substances in response to new scientific and technical information.
  • A. Montreal Amendment to the Montreal Protocol
    The Montreal Amendment to the Montreal Protocol is an international agreement that strengthened global ozone protection by introducing controls on additional ozone-depleting substances and tightening phase-out schedules established under the original Montreal Protocol.
  • B. London Amendment to the Montreal Protocol
    The London Amendment to the Montreal Protocol is a 1990 international agreement that significantly strengthened global controls on ozone-depleting substances by expanding the list of regulated chemicals and accelerating phase-out schedules.
  • C. Meeting of the Parties to the Montreal Protocol chosen
    The Meeting of the Parties to the Montreal Protocol is the main decision-making body where countries regularly convene to review implementation, adopt adjustments and amendments, and guide global action to protect the ozone layer.
  • D. Parties to the Montreal Protocol
    Parties to the Montreal Protocol are the countries and regional organizations that have ratified and implement the global treaty to protect the ozone layer and regulate substances that deplete it.
  • E. Non-Compliance Procedure of the Montreal Protocol
    The Non-Compliance Procedure of the Montreal Protocol is a formal mechanism under the ozone protection treaty that sets out how parties’ failures to meet their obligations are identified, reviewed, and addressed through a dedicated implementation committee and graduated responses.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278bacd88190a50dedfa59b622fc completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e8de2e88190835954abb2ac2ece completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f80d0c48190b88e3a4b3e42279c completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602a1d688190ad0f3014d69049cc completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:40 p.m.